To evaluate the operational risks associated with accidental ammonia releases during bunkering operations, focusing on small, medium, and large release scales of ammonia and explore factors such as bunkering supply, release, and meteorological conditions, this study performs a sensitivity analysis to identify the most influential factors affecting ammonia dispersion risks.